Unlike standard LeetCode or software system design, the ML design interview is a hybrid beast. You need to understand distributed systems, data pipelines, model training, serving latency, and business metrics—all within 45 minutes.
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If you are a data scientist, ML engineer, or software engineer looking to break into the top tech companies (FAANG, Microsoft, Uber, Stripe, etc.), you have likely encountered the dreaded round. Unlike standard LeetCode or software system design, the